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AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding


Jun 04, 2021
Jun Yan, Nasser Zalmout, Yan Liang, Christan Grant, Xiang Ren, Xin Luna Dong

* Accepted to ACL-IJCNLP 2021 

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Monitoring Object Detection Abnormalities via Data-Label and Post-Algorithm Abstractions


Mar 29, 2021
Yuhang Chen, Chih-Hong Cheng, Jun Yan, Rongjie Yan

* Work in progress report 

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Learning Contextualized Knowledge Structures for Commonsense Reasoning


Oct 24, 2020
Jun Yan, Mrigank Raman, Tianyu Zhang, Ryan Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren


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Suicide Risk Modeling with Uncertain Diagnostic Records


Sep 05, 2020
Wenjie Wang, Chongliang Luo, Robert H. Aseltine, Fei Wang, Jun Yan, Kun Chen


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Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering


May 01, 2020
Yanlin Feng, Xinyue Chen, Bill Yuchen Lin, Peifeng Wang, Jun Yan, Xiang Ren

* 13 pages, 8 figures, Project page: https://github.com/INK-USC/MHGRN 

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Learning to Annotate: Modularizing Data Augmentation for Text Classifiers with Natural Language Explanations


Nov 07, 2019
Ziqi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren

* 16 pages, 7 figures, 13 tables 

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The generalization error of max-margin linear classifiers: High-dimensional asymptotics in the overparametrized regime


Nov 05, 2019
Andrea Montanari, Feng Ruan, Youngtak Sohn, Jun Yan

* 52 pages; 9 pdf figures 

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Learning to Annotate: Modularizing Data Augmentation for TextClassifiers with Natural Language Explanations


Nov 04, 2019
Ziqi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren

* 16 pages, 7 figures, 13 tables 

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PrTransH: Embedding Probabilistic Medical Knowledge from Real World EMR Data


Sep 02, 2019
Linfeng Li, Peng Wang, Yao Wang, Jinpeng Jiang, Buzhou Tang, Jun Yan, Shenghui Wang, Yuting Liu


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Learning Dual Retrieval Module for Semi-supervised Relation Extraction


Feb 22, 2019
Hongtao Lin, Jun Yan, Meng Qu, Xiang Ren

* 10 pages, 2-page references. Accepted to The Web Conference 2019 

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Language Modeling with Sparse Product of Sememe Experts


Oct 29, 2018
Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin

* EMNLP 2018. The first three authors contribute equally 

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LINE: Large-scale Information Network Embedding


Mar 12, 2015
Jian Tang, Meng Qu, Mingzhe Wang, Ming Zhang, Jun Yan, Qiaozhu Mei

* WWW 2015 

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